齿槽效应转矩
控制理论(社会学)
气隙(管道)
反电动势
磁阻
磁场
扭矩
有限元法
工程类
多目标优化
磁铁
计算机科学
电磁线圈
机械工程
物理
数学
材料科学
数学优化
结构工程
电气工程
控制(管理)
量子力学
人工智能
复合材料
热力学
作者
Feng Liu,Xiuhe Wang,Zezhi Xing,Jie Ren,Xian Li
标识
DOI:10.1109/tie.2021.3118413
摘要
In this article, considering the influence of iron core saturation and complex boundary conditions, a novel no-load magnetic field analytical method and system multiobjective optimization model for interior permanent magnet synchronous motor (IPMSM) are proposed. First, an analytical method based on magnetic potential permeance method is proposed. The complex cogging effect and equivalent air gap permeability function are fully considered in this method. Furthermore, on the basis of Taguchi optimization design based on Fuzzy theory, an improved optimization model considering multivariable interaction is proposed. Among them, in order to comprehensively consider the performance of electromagnetic, vibration, and temperature rise, five optimization objectives including torque, pulsation, cogging torque, loss, and flux density are optimized. The sensitivity of design variables and the interaction between variables are not ignored. Finally, a 6-pole 36-slot IPMSM is manufactured for prototype experiments. A large number of prototype experiments, finite element, and computational fluid dynamics simulation analysis including no-load magnetic field, back electromotive force, temperature rise, electromagnetic torque, and so on are carried out. The accuracy and rationality of the proposed no-load magnetic field analysis method and global optimization model are well-verified.
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